Using Artificial Intelligence (AI) and cutting-edge computer technology, scientists have created a transparent window coating that might reduce the temperature inside buildings.
Technologies to cool the interior of houses and buildings are more crucial than ever when the temperature heats up. A coating that can filter such light is advantageous since the sun's UV and near-infrared radiation pass through the window glass to heat an enclosed space. Additionally, according to the American Chemical Society, the energy required for cooling may be decreased if the coating radiates heat off the surface of the window at a wavelength that can go through the atmosphere and into space.
LONDON, ENGLAND - APRIL 20: Stars illuminate the sky outside the window of a home on a clear night in Forest Hill on April 20, 2020, in London, England. The clear skies created by the New Moon coincide with the Lyrid meteor shower, an annual display caused by the Earth passing through a cloud of debris from a comet called C/186 Thatcher.
Researchers Create Better Window Coatings Through Artificial Intelligence
Researchers from Kyung Hee University in Seoul and the University of Notre Dame in Indiana made the study, Elecktrek wrote. The group created computer simulations of the Transparent Radiative Cooler (TRC), consisting of alternating thin layers of common substances like silicon dioxide and nitride.
The researchers used an iterative process driven by machine learning and quantum computing, which saves data using subatomic particles to improve the layers' order, type, and combinations. This computing approach is the best since it optimizes faster than traditional computers. This led to creating a coating design when manufactured, can outperform traditional TRCs.
The researchers claim that building and automobile windows may employ this transparent coating. Although there hasn't been any sign of commercial scale yet, the researchers claimed there's a chance the clear window coating may be made available for purchase.
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How to Make It Happen
Although the study is still in its early phases, the team is optimistic that the TRC window coating may be further refined.
This may indicate that it can maintain cooler interior temperatures, lowering the air conditioning demand. Additionally, it could be possible to lessen the heat radiation emitted from the window's surface, which would cut down on the requirement for heating.
Other coolants, such as mirrors, and paints, might be used in addition to transparent coatings.
According to the researchers, this possibility has been addressed in the past. Still, the cost of the computation needed to maximize the performance of these coatings was prohibitive. The researchers found that quantum machine learning was used to overcome this issue.
The best design for the TRC can be calculated considerably more quickly by machine learning algorithms than by traditional computers. The researchers created a new transparent window coating using this concept. Now it's up to scientists to figure out how to build the window coating and make it practical for usage in industry.
In the upcoming years, a clear window coating may assist reduce the rising temperature if it proves practical. Additionally, it may result in substantial energy savings for the US economy. Buildings and automobiles may both benefit from the new technology. Despite being a single technology, it has the potential to address several issues.
The complete study is available here.
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